Multiple attribute decision making (MADM);
fuzzy number intuitionistic fuzzy sets (FNIFSs);
fuzzy number intuitionistic fuzzy GMSM (FNIFGMSM) equation;
fuzzy number intuitionistic fuzzy weighted GMSM (FNIFWGMSM) equation;
Wireless Sensor Network (WSN);
GROUP DECISION-MAKING;
LINGUISTIC INFORMATION;
AGGREGATION OPERATORS;
PREFERENCE;
SELECTION;
SETS;
INDUSTRY;
D O I:
10.3233/JIFS-211731
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Many experts and scholars focus on the Maclaurin symmetric mean (MSM) equation, which can reflect the interrelationship among the multi-input arguments. It has been generalized to different fuzzy environments and put into use in various actual decision problems. The fuzzy data intuitionistic fuzzy numbers (FNIFNs) could well depict the uncertainties and fuzziness during the security evaluation of Wireless Sensor Network (WSN). And the WSN security evaluation is frequently viewed as the multiple attribute decision-making (MADM) issue. In this paper, we expand the generalized Maclaurin symmetric mean (GMSM) equation with FNIFNs to propose the fuzzy number intuitionistic fuzzy generalized MSM (FNIFGMSM) equation and fuzzy number intuitionistic fuzzy weighted generalized MSM (FNIFWGMSM) equation in this study. A few MADM tools are developed with FNIFWGMSM equation. Finally, taking WSN security evaluation as an example, this paper illustrates effectiveness of the depicted approach. Moreover, by comparing and analyzing the existing methods, the effectiveness and superiority of the FNIFWGMSM method are further certified.
机构:
East China JiaoTong Univ Nanchang, Sch Econ & Management, Nanchang, Jiangxi, Peoples R ChinaEast China JiaoTong Univ Nanchang, Sch Econ & Management, Nanchang, Jiangxi, Peoples R China
Zheng, Ye-Fu
Xu, Jun
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机构:
Jiangxi Univ Finance & Econ, Coll Modern Econ & Management, Nanchang, Jiangxi, Peoples R ChinaEast China JiaoTong Univ Nanchang, Sch Econ & Management, Nanchang, Jiangxi, Peoples R China
机构:
Xiamen Univ, Tan Kah Kee Coll, Zhangzhou 363105, Peoples R ChinaZhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Peoples R China
Shi, Suwei
Wu, Wei-Zhi
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机构:
Zhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Peoples R China
Zhejiang Ocean Univ, Key Lab Oceanog Big Data Min & Applicat Zhejiang, Zhoushan 316022, Peoples R ChinaZhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Peoples R China
Wu, Wei-Zhi
Li, Jinjin
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机构:
Minnan Normal Univ, Sch Math & Stat, Zhangzhou 363000, Peoples R ChinaZhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316022, Peoples R China